s232979)s222497)s230158)s233374)s233532)Diabetes is estimated to affect approximately 530 million adults worldwide, with a global prevalence of 10.5 percent among adults aged 20 to 79 years. 1
Type 2 diabetes represents approximately 98 percent of global diabetes diagnoses, although this proportion varies widely among
Evaluate the possible factors that affect the appearance of Diabetes Type 2, for further control and prevention.
Correlation heatmap
Relationship between BMI and diabetes
As we can see, there’s no clear separation between the two classes using the two best principal components.
The reason can be traced back to how much variance is explained by each principal component.
The first two principal components only account for around 50% of the total variance.
To reach at least 90%, we would have to include 6 PC out of 8.